package com.zcq.aiagent.rag;

import com.alibaba.cloud.ai.dashscope.api.DashScopeApi;
import com.alibaba.cloud.ai.dashscope.rag.DashScopeDocumentRetriever;
import com.alibaba.cloud.ai.dashscope.rag.DashScopeDocumentRetrieverOptions;
import lombok.extern.slf4j.Slf4j;
import org.springframework.ai.chat.client.advisor.RetrievalAugmentationAdvisor;
import org.springframework.ai.chat.client.advisor.api.Advisor;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;

@Slf4j
@Configuration
public class LoveAppRagCloudAdvisorConfig {

    @Value("${spring.ai.dashscope.api-key}")
    private String dashscopeApiKey;

    @Bean
    public Advisor loveAppRagCloudAdvisor() {
        DashScopeApi dashScopeApi = new DashScopeApi(dashscopeApiKey);
        final String KNOWLEDGE_INDEX = "恋爱大师";
        DashScopeDocumentRetriever documentRetriever = new DashScopeDocumentRetriever(
                dashScopeApi,
                DashScopeDocumentRetrieverOptions.builder().withIndexName(KNOWLEDGE_INDEX).build()
        );
        return RetrievalAugmentationAdvisor.builder().documentRetriever(documentRetriever).build();
    }

}
